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Data Preparation for Analytics Software

Data Preparation for Analytics

What is Data Preparation for Analytics Software?

Data Preparation for Analytics software enables data collection, cleansing, profiling, enrichment, integration and cataloging to facilitate BI & Analytics.

Common Features

  • Data Connectors and Data Mashup
  • Data Cleansing
  • Data Profiling
  • Data Enrichment
  • Data Integration
  • Data Access
  • Self Service and Ad Hoc Capabilities
  • Collaboration
  • Data Discovery and Search
  • Intelligent Alerts and Notifications
  • Data Labeling
  • Data Mining
  • Data Pre-Processing
  • Data Modelling Tools
  • Data Security
  • Metadata Management
  • Cataloging
  • Data Packaging
  • Record Deduplication

Top Data Preparation for Analytics Software

2024 Data Quadrant Awards

2024 Emotional Footprint Awards

At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Data Quadrant Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards highlight software products that excel in terms of features, vendor capabilities, and customer relationships, earning them the highest overall rankings.

At SoftwareReviews, we take pride in recognizing excellence. Each year, we present the Emotional Footprint Awards to top-performing software products based solely on authentic user reviews, without any paid placements or analyst opinions. These awards shine a spotlight on software vendors who excel in crafting and nurturing strong customer relationships.

Switch to Emotional Footprint
Products: 11
Next Award: Apr 2025

Top Data Preparation for Analytics Software 2024

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

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Composite Score
8.8 /10
CX Score
9.1 /10

The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Respectful
  • Client Friendly Policies
  • Fair
Badge Winner
Badge Winner
Microsoft Corporation

Microsoft Power Query

Composite Score
8.5 /10
CX Score
8.7 /10

Power Query is a data transformation and data preparation engine. Power Query comes with a graphical interface for getting data from sources and a Power Query Editor for applying transformations. Because the engine is available in many products and services, the destination where the data will be stored depends on where Power Query was used. Using Power Query, you can perform the extract, transform, and load (ETL) processing of data.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Reliable
  • Continually Improving Product
  • Enables Productivity
Badge Winner
Badge Winner
Alteryx

Alteryx

Composite Score
8.4 /10
CX Score
8.7 /10

Alteryx provides a single workflow for data blending, analytics, and reporting. This workflow allows the seamless blending of internal, third party and cloud-based data, and simple analysis using 60+ prebuilt tools for spatial and predictive analytics. With Alteryx Machine Learning’s automated insight generation, you’ll quickly uncover hidden signals and key relationships in your data.

Scorecard
Scorecard

Pros

  • Performance Enhancing
  • Enables Productivity
  • Respectful
  • Reliable
Badge Winner
Badge Winner
Tableau Software

Tableau Prep

Composite Score
8.2 /10
CX Score
8.5 /10

Tableau Prep makes it easier to prepare, shape, and combine data for analysis. Tableau Prep ensures that data sources are clean and organized before sharing, and saves companies countless hours of preparation. Tableau Prep Builder provides a modern approach to data preparation, making it easier and faster to combine, shape, and clean data for analysis within Tableau. By providing a visual and direct path to prep your data, you can get your hands on quality data in just a few clicks.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Enables Productivity
  • Saves Time
  • Transparent
Badge Winner
Dataiku

Dataiku

Composite Score
8.2 /10
CX Score
8.5 /10

Dataiku is the platform democratizing access to data and enabling enterprises to build their own path to AI in a human-centric way. With Dataiku, everyone can get involved in data and AI projects on a single platform for design and production that delivers use cases in days, not months. No matter where they sit, they work in a safe and governed way that helps manage risk and create trust to drive high-quality outputs and value for your business.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
Composite Score
8.1 /10
CX Score
8.4 /10

Ataccama enables enterprise data democratization with a unified platform for automated data quality, MDM, and metadata management across cloud and hybrid environments. We enable business and data teams to collaborate on creating high quality, reusable data products and massively scale data-driven innovation while maintaining data accuracy, control, and governance.

Scorecard
Scorecard

Pros

  • Reliable
  • Performance Enhancing
  • Enables Productivity
  • Trustworthy
Composite Score
7.9 /10
CX Score
8.3 /10

Informatica Data Integration and Engineering helps automate routine tasks with low-code/no-code tools, reducing the amount of time and resources required. It provides visibility into workloads and pipeline auto-tuning capabilities. IInformatica Data Integration and Engineering supports data fabric, data mesh and data lakehouse, among others.

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Scorecard

Pros

  • Helps Innovate
  • Reliable
  • Performance Enhancing
  • Enables Productivity
Altair Engineering, Inc.

Altair Monarch

Composite Score
7.9 /10
CX Score
8.3 /10

Monarch is a market leading desktop-based self-service data preparation solution. Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing and manipulating data requires no coding.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing
Badge Winner
Badge Winner
Altair Engineering, Inc.

Altair RapidMiner

Composite Score
7.7 /10
CX Score
8.1 /10

Regardless of where your organization is on its data journey, Altair RapidMiner can help overcome the most challenging obstacles in your way. We offer a path to modernization for established data analytics teams as well as a path to automation for teams just getting started. We do this without requiring your organization to radically change your people, processes, computing environment, or existing data landscape, helping you achieve your data goals without changing who you are or what you have.

Scorecard
Scorecard

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Enables Productivity
Cambridge Semantics Inc

Anzo

Composite Score
7.5 /10
CX Score
7.8 /10

Anzo is a scaleable knowledge graph platform for data integration and analytics. Anzo makes turning siloed data into enterprise-scale knowledge graphs faster and easier than ever. From there, anything’s possible. Anzo is a modern data discovery and integration platform that lets anyone find, connect and blend any enterprise data into analytics-ready datasets.

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Scorecard

Pros

  • Reliable
  • Performance Enhancing
  • Inspires Innovation
  • Respectful
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